Versatile Tool for Treating Unbounded Dependency Constructions in NLP and MT Systems
Author : Valerio Alleggranza
Publisher :
Page : 25 pages
File Size : 41,32 MB
Release : 1989
Category :
ISBN :
Unbounded Dependency Constructions
Author : Rui P. Chaves
Publisher : Oxford Surveys in Syntax & Mor
Page : 323 pages
File Size : 32,35 MB
Release : 2020
Category : Language Arts & Disciplines
ISBN : 0198784996
Book Description
This book is about one of the most intriguing features of human communication systems: the fact that words that go together in meaning can occur arbitrarily far away from each other. In the sentence This is technology that most people think about, but rarely consider the implications of, theword "technology" is interpreted as if it were simultaneously next to the words "about" and "of". This kind of long-distance dependency has been the subject of intense linguistic and "It fully supports the course and I would highly recommend it."--Karen Shury, University of West LondonDNUFamily Law takes a practical approach to family law and procedure, supporting students with a range of learning features such as self-test questions, chapter summaries, and diagrams. Case studies and examples are included throughout to show the practicalapplications of the law and are accompanied by worked sample documents.Covers all family law topics taught on the LPC, including both adult and child law, making it suitable for a wide range of modules.Also suitable for legal apprentices or students enrolled on other vocational courses.Providesfocused, clearly written chapters which include summaries and self-test questions to help reinforce
Handbook of Natural Language Processing
Author : Nitin Indurkhya
Publisher : CRC Press
Page : 704 pages
File Size : 20,17 MB
Release : 2010-02-22
Category : Business & Economics
ISBN : 142008593X
Book Description
The Handbook of Natural Language Processing, Second Edition presents practical tools and techniques for implementing natural language processing in computer systems. Along with removing outdated material, this edition updates every chapter and expands the content to include emerging areas, such as sentiment analysis.New to the Second EditionGreater
Dependency Linguistics
Author : Kim Gerdes
Publisher : John Benjamins Publishing Company
Page : 368 pages
File Size : 14,71 MB
Release : 2014-09-15
Category : Language Arts & Disciplines
ISBN : 9027270163
Book Description
This volume offers the reader a unique possibility to obtain a concise introduction to dependency linguistics and to learn about the current state of the art in the field. It unites the revised and extended versions of the linguistically-oriented papers to the First International Conference on Dependency Linguistics held in Barcelona. The contributions range from the discussion of definitional challenges of dependency at different levels of the linguistic model, its role beyond the classical grammatical description, and its annotation in dependency treebanks to concrete analyses of various cross-linguistic phenomena of syntax in its interplay with phonetics, morphology, and semantics, including phenomena for which classical simple phrase-structure based models have proven to be unsatisfactory. The volume will be thus of interest to both experts and newcomers to the field of dependency linguistics and its computational applications.
Data-Intensive Text Processing with MapReduce
Author : Jimmy Lin
Publisher : Springer Nature
Page : 171 pages
File Size : 20,89 MB
Release : 2022-05-31
Category : Computers
ISBN : 3031021363
Book Description
Our world is being revolutionized by data-driven methods: access to large amounts of data has generated new insights and opened exciting new opportunities in commerce, science, and computing applications. Processing the enormous quantities of data necessary for these advances requires large clusters, making distributed computing paradigms more crucial than ever. MapReduce is a programming model for expressing distributed computations on massive datasets and an execution framework for large-scale data processing on clusters of commodity servers. The programming model provides an easy-to-understand abstraction for designing scalable algorithms, while the execution framework transparently handles many system-level details, ranging from scheduling to synchronization to fault tolerance. This book focuses on MapReduce algorithm design, with an emphasis on text processing algorithms common in natural language processing, information retrieval, and machine learning. We introduce the notion of MapReduce design patterns, which represent general reusable solutions to commonly occurring problems across a variety of problem domains. This book not only intends to help the reader "think in MapReduce", but also discusses limitations of the programming model as well. Table of Contents: Introduction / MapReduce Basics / MapReduce Algorithm Design / Inverted Indexing for Text Retrieval / Graph Algorithms / EM Algorithms for Text Processing / Closing Remarks
Automated Machine Learning
Author : Frank Hutter
Publisher : Springer
Page : 223 pages
File Size : 27,43 MB
Release : 2019-05-17
Category : Computers
ISBN : 3030053180
Book Description
This open access book presents the first comprehensive overview of general methods in Automated Machine Learning (AutoML), collects descriptions of existing systems based on these methods, and discusses the first series of international challenges of AutoML systems. The recent success of commercial ML applications and the rapid growth of the field has created a high demand for off-the-shelf ML methods that can be used easily and without expert knowledge. However, many of the recent machine learning successes crucially rely on human experts, who manually select appropriate ML architectures (deep learning architectures or more traditional ML workflows) and their hyperparameters. To overcome this problem, the field of AutoML targets a progressive automation of machine learning, based on principles from optimization and machine learning itself. This book serves as a point of entry into this quickly-developing field for researchers and advanced students alike, as well as providing a reference for practitioners aiming to use AutoML in their work.
Cross-Lingual Word Embeddings
Author : Anders Søgaard
Publisher : Springer Nature
Page : 120 pages
File Size : 11,19 MB
Release : 2022-05-31
Category : Computers
ISBN : 3031021711
Book Description
The majority of natural language processing (NLP) is English language processing, and while there is good language technology support for (standard varieties of) English, support for Albanian, Burmese, or Cebuano--and most other languages--remains limited. Being able to bridge this digital divide is important for scientific and democratic reasons but also represents an enormous growth potential. A key challenge for this to happen is learning to align basic meaning-bearing units of different languages. In this book, the authors survey and discuss recent and historical work on supervised and unsupervised learning of such alignments. Specifically, the book focuses on so-called cross-lingual word embeddings. The survey is intended to be systematic, using consistent notation and putting the available methods on comparable form, making it easy to compare wildly different approaches. In so doing, the authors establish previously unreported relations between these methods and are able to present a fast-growing literature in a very compact way. Furthermore, the authors discuss how best to evaluate cross-lingual word embedding methods and survey the resources available for students and researchers interested in this topic.
Markov Models and Linguistic Theory
Author : Friederick J. Damerau
Publisher : Walter de Gruyter GmbH & Co KG
Page : 196 pages
File Size : 11,50 MB
Release : 2018-12-03
Category : Philosophy
ISBN : 3110908581
Book Description
No detailed description available for "Markov Models and Linguistic Theory".
English Colour Terms in Context
Author : Anders Steinvall
Publisher :
Page : 263 pages
File Size : 16,51 MB
Release : 2002
Category :
ISBN : 9789173052269
Book Description
Chemical Engineering Design
Author : Gavin Towler
Publisher : Elsevier
Page : 1321 pages
File Size : 29,34 MB
Release : 2012-01-25
Category : Technology & Engineering
ISBN : 0080966608
Book Description
Chemical Engineering Design, Second Edition, deals with the application of chemical engineering principles to the design of chemical processes and equipment. Revised throughout, this edition has been specifically developed for the U.S. market. It provides the latest US codes and standards, including API, ASME and ISA design codes and ANSI standards. It contains new discussions of conceptual plant design, flowsheet development, and revamp design; extended coverage of capital cost estimation, process costing, and economics; and new chapters on equipment selection, reactor design, and solids handling processes. A rigorous pedagogy assists learning, with detailed worked examples, end of chapter exercises, plus supporting data, and Excel spreadsheet calculations, plus over 150 Patent References for downloading from the companion website. Extensive instructor resources, including 1170 lecture slides and a fully worked solutions manual are available to adopting instructors. This text is designed for chemical and biochemical engineering students (senior undergraduate year, plus appropriate for capstone design courses where taken, plus graduates) and lecturers/tutors, and professionals in industry (chemical process, biochemical, pharmaceutical, petrochemical sectors). New to this edition: Revised organization into Part I: Process Design, and Part II: Plant Design. The broad themes of Part I are flowsheet development, economic analysis, safety and environmental impact and optimization. Part II contains chapters on equipment design and selection that can be used as supplements to a lecture course or as essential references for students or practicing engineers working on design projects. New discussion of conceptual plant design, flowsheet development and revamp design Significantly increased coverage of capital cost estimation, process costing and economics New chapters on equipment selection, reactor design and solids handling processes New sections on fermentation, adsorption, membrane separations, ion exchange and chromatography Increased coverage of batch processing, food, pharmaceutical and biological processes All equipment chapters in Part II revised and updated with current information Updated throughout for latest US codes and standards, including API, ASME and ISA design codes and ANSI standards Additional worked examples and homework problems The most complete and up to date coverage of equipment selection 108 realistic commercial design projects from diverse industries A rigorous pedagogy assists learning, with detailed worked examples, end of chapter exercises, plus supporting data and Excel spreadsheet calculations plus over 150 Patent References, for downloading from the companion website Extensive instructor resources: 1170 lecture slides plus fully worked solutions manual available to adopting instructors
